See Sapio at work

An explanatory product flow from company understanding to chosen work, research, a report, follow-on actions and reviewed learning. Product images show individual surfaces rather than one executed customer case.

Company picture, Movement, Assessment and Research overview

Sapio generates the connected portrait, compares dated snapshots and assesses relevant evidence with confidence and gaps.

Goal and prepared task

Start from a goal, question, opportunity, company area, assessment, signal or prepared role task. Sapio proposes the next work and preserves a compact working note.

Research, analysis and report

Configured flows investigate the question with company context and accessible evidence, then produce editable, reusable decision material.

Follow-on work and supported execution

Sapio proposes owners, instructions, source links and related work, then uses enabled tools and workflows for approved actions.

Reviewed learning and the next cycle

Working context continues across pages; durable facts are proposed separately through DNA Review and configured monitors bring change into the next cycle.

A costly deep analysis can deliver higher quality — and lower total AI consumption.

Invest more in the quality of the foundation and let the whole company build on it. The cost of the groundwork is spread across many uses, while people avoid repeating the same research.

With Sapio, you first invest in a deep foundational analysis: company context, multiple AI engines, source checks and critical review. Teams then build their decisions, marketing plans, proposals and budgets on the same evidence. New research is added where it contributes.

A salesperson preparing an offer for an environmentally focused customer can draw on the company's approved environmental strengths through relevant Company DNA, even if they did not know those strengths themselves. Research remains supporting material; proposed durable facts become Company DNA only after approval.

More room for quality: A shared foundation makes deeper research, comparisons and critical review economical across many uses.

Less repeated work: People spend less time rebuilding context; AI can focus its next research on the gaps.

A consistent starting point: Teams can work from the same evidence and leadership-approved company facts, with access boundaries preserved.

Knowledge that keeps its value: Saved reports, sources and approved learning support handovers, new colleagues and later decisions.

From insight to action: Build plans, scenarios and implementation tasks from relevant evidence; use enabled workflows and approved agent briefs to continue.

A foundation that can evolve: Configured monitoring reveals changes to investigate, so relevant parts can be reviewed and updated.

Illustrative calculation · not measured customer savings

Assume one independent task uses 1 consumption unit. A deep foundation uses 20, updates use 5 and each follow-up uses 0.25: 20 + 5 + (100 × 0.25) = 50, compared with 100. These are illustrative comparable consumption units, not token counts, prices or an ROI promise.

The benefit depends on relevant reuse and current evidence. New questions can need new research; the whole report is not loaded into every answer. Model mix, tool charges, platform fees and existing subscriptions must be assessed separately. Shared errors must also be corrected at the source.

Sapio's value: do the shared groundwork thoroughly and let the whole company benefit from the investment. A ready-made way of working with company context, deep analysis, reusable reports and leadership-approved Company DNA.

A clear brief before an agent starts

Review the owner, instructions, source and any stated deliverable or acceptance criteria. Missing details stay visible so the team can resolve them.

Connected agents work from the approved brief. Your team can follow progress and review the returned result alongside its sources. If the brief changes, the work must use the updated instructions.

Choose which connected tools may read

The account owner chooses which connected information Sapio may read automatically. Access is reviewed before it is used.

Permission to read does not give permission to change your systems. Your team keeps control of approved access and can withdraw it.

Compare two creative directions

Give A/B Studio a brief, brand context and one variable to test. Generate two images, review them side by side and save the images with a versioned experiment record in the Library.

Record a human preference and optional observations with dates and a source. Entered measurements remain user-reported; a preferred image does not establish business lift or update Company DNA.

AI that understands your company. And moves the work forward.

Invest in one deep, reviewed analysis with Sapio. Let the whole company build on it for higher quality and less repeated AI research. Context, decisions and learning stay connected as the work moves forward.

One company portrait, three distinct views

Sapio generates a connected interpretation of nine company areas from available material and sources. Whole company maps relationships; Movement compares dated snapshots; Assessment considers strengths, gaps and opportunities against relevant evidence. The portrait remains separate from approved Company DNA.

Evidence and monitored change

Outside-in sources stay visible, so leaders can see what changed, why it matters and what follows from it. Sources and confidence remain on the page.

AI that researches, analyses and prepares the next work

Sapio carries a chosen goal through configured research and analysis, an editable source-linked report, proposed follow-on actions, supported execution and reviewed learning. People set direction and approve consequential actions and durable facts.

Readiness and assurance

Confirmed company, software and product context is connected to source-versioned framework packs. Leaders review scope, reuse controls and evidence, and turn approved gaps into owned actions. Framework availability does not determine legal applicability or certify compliance.

Value before Sapio costs

The value estimate starts from the work your company already does: released time, valued capacity, cash costs you could genuinely remove and qualitative gains kept separate. Every assumption is editable. It is an estimate of potential value before Sapio costs, not a guaranteed saving and not a quote.

Pages

Sapio - Hollviken, Sweden - sapioapp.io