Expertise, in every decision

Research should drive decisions not gather dust.

Research, expertise and institutional knowledge are some of your organisation's most valuable assets, but too often they end up stored, filed and forgotten. Persona Dynamics® turns what your organisation already knows into Al your whole team can question, with every answer grounded in traceable evidence.

Researcher at a whiteboard explaining evidence to colleagues in a studio office
UK-hosted · GDPR-compliant
Every response traceable to its source evidence
Independently validated · six years of field research

Valuable knowledge,
forgotten too soon

Organisations invest heavily in research, expertise and institutional knowledge, yet still make important decisions without drawing on it properly. The knowledge exists, but when it is not present at the point of decision, misalignment tends to occur and emerges late, once the costs of changing course have grown.

Marked-up research report and laptop on a desk with late afternoon shadows
Project timeline
W1
W2
W3
W4
W5
W6
W7
W8
Research
Project kicks off
Knowledge filed
Decisions made
Project review
Rework cycle (avg. 5 rounds*)
Savings opportunity
Each extra rework cycle can add timeline delay and revision cost. Reducing cycles through earlier evidence alignment can shorten delivery time and lower project spend.
Rework rate is high & time-consuming
4.9
UK average rounds of creative development to reach a signed-off idea.
4.8
B2C
briefs
5.1
B2B
briefs
4.8
Marketing
briefs
5.0
Creative
agencies
4.8
In-house
departments
Every extra round adds timeline delay and revision cost. Earlier evidence alignment shortens delivery and lowers spend.
Source: BetterBriefs/WFA/IPA, The BetterIdeas Project, 2025. Global survey of 1,034 professionals across 54 countries.

* The BetterIdeas Project estimate an average of 5 rounds of amendments are needed in creative projects,
BetterBriefs/WFA/IPA, 2025. Global survey of 1,034 professionals across 54 countries.

Expertise stays active across the entire project lifecycle

Connect your knowledge sources
1
Connect your knowledge
PDFs, interview transcripts, surveys, CSVs and brand guidelines, all ingested into secure, client-siloed knowledge bases.
Segment and validate audience groups
2
Segment & validate
AI identifies distinct audience groups within the data. Persona candidates are auto-suggested for your team to review and refine.
Persona Dynamics platform view on mobile
3
Query personas
Chat with your Personas. Every response includes a confidence score indicating its alignment to your data, with source snippets available on demand.
Digital thread linking decisions to evidence
4
Digital Thread
Every interaction from brief to delivery is captured in a timestamped project thread, linking decisions to the evidence that justified them across teams and projects.

Segmentation determines which perspectives are available to your team

How research data is segmented determines which patterns become visible, which audience behaviours can be anticipated, and which decisions are even considered. Getting this right is as important as the research itself.

Persona Dynamics reveals segmentation choices to your team rather than hiding them. Our AI identifies potential clusters; to be reviewed and adjusted before any persona is built, so the perspectives your team works with are intentional.

The platform flags where data coverage is thin, prompting better upstream research rather than false confidence in unsupported outputs. This creates a feedback loop: better data quality, stronger personas, more grounded decisions.

Multiple perspectives,
one structured conversation

AI Facilitator agents run multi-persona workshops, mediating between audience segments, brand constraints, and operational requirements, so your team can observe how different perspectives respond to the same decision.

Conflict & convergence detection
Facilitators systematically surface where personas disagree, and where they align, across every dimension of the brief, so tensions are visible before they become expensive.
Process Guardian
An always-on agent monitoring evidence trajectory. When grounding declines, when responses start extrapolating beyond the research, it flags the session and generates a summary before decisions drift.
Structured session summaries
Every session closes with a structured summary: key findings, conflicts, convergent themes and evidence references, reviewable by the human team before any creative decision is made.

Every decision, linked to the evidence behind it

The Digital Thread captures every interaction, human and AI, in a persistent, timestamped project record. From brief through delivery, creative decisions are traceable back to the audience research that justified them.

Personas can be updated with new data at any time and prior decisions can be checked against it. When teams change, the context doesn't disappear. For organisations that need to account for creative choices, to clients, boards, or regulators, the Thread is the audit trail.

Research is a living asset, continuously queryable and enriched. Each project strengthens future evidence-based decisions, creating compounding learning rather than isolated work.

Project: NatureBite Rebrand
Brief uploaded & personas created
Mar 3 · 4 personas, 2 brand docs indexed
Facilitated workshop · packaging directions
Mar 10 · Conflict: healthy vs. indulgent visual language. Decision: pursue indulgent-first direction. 3 sources
Client feedback ingested
Mar 18 · Personas updated. Prior direction: ✓ aligned. Cost constraint flagged by Dev persona.
Pre-review sign-off
Upcoming · Decision trail: brief → now

Built on years of field research, validated under independent blind conditions.

We test against human-expert benchmarks by independent subject matter experts, using published rubrics and blind methodology.

Blind-evaluated
Independent assessors, no AI labels
Outputs are assessed by subject matter experts under blind conditions, rated against the same rubric as human-expert responses.
Source-traceable
Every response cites its evidence
Confidence scores and source snippets are attached to every response, so teams can verify and challenge outputs rather than accepting them at face value.
Designed for failure modes
Evaluated on critical failures, not just accuracy
Our evaluations measure where AI responses fail critically, not just average accuracy. That finding shapes the platform's design: human review stays central.
Validation & academic partnerships
National Innovation Centre for Data
National Innovation Centre for Data
Evaluation framework & golden questions
Northumbria University
Northumbria University
Live deployment study · trust & explainability
Newcastle Centre for AI Safety
Newcastle Centre for AI Safety
AI safety research & standards
Read the science & validation

Built for teams sitting on valuable expertise that isn’t shaping decisions

For organisations who generate deep expertise (in research, specialist domains or client-facing work) but then make consequential decisions without it.

Research that stays in the room

It took away any element of subjectivity. We could have quite a rational conversation about everything without any personal preferences creeping in. I think the only thing we would have done differently would be to initiate the process at the very inception of the idea.

D
Marketing Manager
Danone

“It happens all very, very quickly. We got really tangible creative stuff very early on.”

Marketing Manager
Danone

“Having the ability to refer back to where the sources are coming from, how confident they are; that's helpful. This one feels more reassuring than that one.”

PhD Researcher
Northumbria University deployment

“Working on new innovation, we need to find a way to quickly prioritise and work out what's got potential. This process was really appealing.”

Innovation Manager
Engineering client
UK-hosted
UK data residency
Multi-tenant siloing
Client data isolated
GDPR-compliant
Data never used for training
Enterprise SSO
MFA · role-based access
ISO 27001 aligning
42001 · EU AI Act assessed

Your experts deserve to be in every room.

Talk to us about how role-based personas can put the right expertise in front of every decision, from brief to delivery.