engramic
Early access · 2026

AI is fast. Reasoning is fragile.

Engramic — Move faster. Stay aligned.

01

Capture

Conversations produce decisions. Engramic makes sure they stick.

It extracts what was decided, why, what was rejected, and what constraints were in play — across Claude, ChatGPT, and internal tools. Understanding compounds instead of disappearing.

Stop re-explaining what was already decided.

Conversation
We need to decide on the auth approach for the new API. Budget is tight.
Given the budget constraint, I'd recommend JWT over OAuth2 for the MVP. Lower implementation cost, and you can migrate later.
Agreed. Let's go JWT for now, but revisit when we scale past 1000 users.
Extracted
Decisions
Use JWT for API authentication
14 Jan 2026
first auth decision recorded
Constraints
Budget is tight for MVP
Revisit at 1,000 users
Options Considered
OAuth2rejected
JWTselected

Issues Detected

4 active

Across 3 teams · Last 30 days

CONTRADICTION

JWT vs OAuth2 for API authentication

Team A chose JWT on 14 Jan. Team B proposed OAuth2 on 28 Jan. No resolution recorded.

Detected 2 hrs ago
UNANSWERED QUESTION

Connection pooling strategy

Raised by Riya Patel during architecture review. No decision recorded.

14 days unanswered
CONSTRAINT BREACHED

MVP budget ceiling: £10,000

Committed spend across auth and storage decisions totals £11,400.

Since 22 Jan
GOAL AT RISK

Launch by end of Q1

3 of 5 milestones now marked at risk. No revised timeline discussed.

Flagged 3 days ago

02

Surface

Misalignment is silent until it's expensive.

Engramic surfaces contradictions between decisions, questions nobody answered, constraints that quietly failed, and drift from original direction — as they emerge, not after they've caused rework.

Catch misalignment before it costs you.

03

Course Correct

Context is only useful if it reaches the next conversation.

Engramic compiles what's relevant and delivers it — to agents via MCP, to teams as shared context, to the next session as a starting point. Responsibility is clear, knowledge gaps are visible, and nothing starts from zero.

Better context in. Better decisions out.

Context Packageengramic_context('authentication')

Compiled for: Claude · 847 tokens · 3 sources

Active Decisions

Use JWT for API authentication— 14 Jan 2026

Chosen over OAuth2. Budget-constrained MVP decision. Review trigger: 1,000 users.

Session storage: in-memory (switched from Redis)— 22 Jan 2026

Resolved latency concerns from December. Redis retained for future cache layer.

Current Constraints

  • MVP budget ceiling: £10,000
  • Must integrate with existing AWS infrastructure
  • Team capacity: 2 engineers until March

Open Questions

  • Connection pooling strategy not yet decided
  • Load testing approach for auth endpoints

Unresolved Issues

Redis was chosen for sessions (Nov) then replaced (Jan). Original rationale may still apply to caching layer.

Why Engramic

Faster decisions shouldn't mean losing the reasoning behind them.

AI should move at whatever pace teams need it to. The risk isn't speed — it's losing sight of what's being decided along the way. Engramic gives leadership the tools to stay effective while teams stay efficient. Decisions, reasoning, and context captured automatically, conflicts surfaced early, and shared understanding delivered wherever it's needed next.

Most organisations aren't there yet. The data backs this up.

The gap

78%

of organisations use AI in at least one business function. Only 6% have governance structures in place.

The decisions are happening. Nobody's joining them up.

Source: McKinsey / MIT Sloan, 2025

The urgency

75%

of workers already use generative AI, often without employer authorisation.

Decisions are being made in conversations you don't know about.

Source: AI Governance Group, 2025

The erosion

50%

of enterprises will face irreversible skill shortages in at least two critical roles by 2030.

When experienced people aren't there, the context they carried disappears with them.

Source: Gartner, 2025

The cost

40%

of agentic AI projects will be cancelled by 2027 due to escalating costs or unclear business value.

Most will fail not because the tech didn't work, but because teams lost alignment.

Source: Gartner, January 2026

Built For Enterprise

Responsibility is clear. Boundaries are enforced.

Engramic tracks who decides, who's consulted, and who needs to know — across humans and agents. Context carries sensitivity classification, so agents only see what they're authorised to access.

Leadership scaling agentic AI

You're moving fast with AI across teams. You need to see what's being decided, catch conflicts early, and keep everyone aligned as you scale.

See decisions across every team and tool
When people leave or projects hand over, the context stays
Conflicts surfaced before they cause rework

Governance and compliance teams

You're responsible for AI risk. You need visibility into what agents know, how they make decisions, and whether they're operating within approved boundaries.

Prove what your agents knew when they acted
Decisions traced to constraints and reasoning
Responsible AI as a natural output, not a retrofit

Move faster. Stay aligned.

We're onboarding design partners now. Whether you're scaling AI across teams or investing in the infrastructure layer, we'd like to hear from you.